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"slug": "heatmap-matrix", "evidence": "Africa map encoding regional respondent shares", "confidence": 70 } ], "page_number": 47 } ] }, "matchedAt": "2026-05-02 07:27:36.616+00", "slidesSeen": 53, "deckSummary": "A topic-by-topic Deloitte survey report that loosely maps to the Consultant's Gambit (context -> risks -> CEO testimonial proof -> multi-dimensional responses -> methodology), with strong action titles and 'so-what' callouts but no unified recommendation arc; alignment with Storymakers is moderate - best on action titles and voice-of-customer, weakest on a single governing thought.", "imagesInspected": 4, "extractionSeconds": 613.99 }, "score": { "backend": "claude", "scoredAt": "2026-05-02 06:58:43.753+00", "subScores": { "scqa_arc": 50, "action_titles": 50, "mece_structure": 68, "closing_strength": 30, "evidence_quality": 78, "clarity_of_thesis": 55, "production_quality": 62, "visual_storytelling": 62 }, "totalScore": 58, "coveragePct": 100, "explanations": { "scqa_arc": "Situation and complication (COVID, Ukraine, risks) are set up early, but there is no explicit Question slide and no Answer/recommendation - sections are stacked thematically rather than resolving a stated tension.", "action_titles": "Mixed: strong action titles on dividers and a few content slides (e.g., slide 6 'CEO confidence is restored... and surpasses pre-COVID levels'), but most content slides reuse the section label as title (slides 5-9, 13-23, 25-30, 33-34, 37-39, 42-43).", "mece_structure": "Strategy / Financing & Governance / Innovation / Human Capital / Sustainability are reasonably MECE, but the 'CEO voices' block (slides 12-23) overlaps thematically with every other section and inflates the deck without adding a distinct dimension.", "closing_strength": "Deck ends on slide 44 (sustainability data) followed only by methodology, acknowledgements, About Deloitte and disclaimer (slides 45-53) - no synthesis, recommendations, or call-to-action slide.", "evidence_quality": "Strong primary survey base (n=194, methodology slides 46-50), 5-10 data points per analytic slide, and executive quotes consistently sourced - assertions are typically backed by chart or named CEO.", "clarity_of_thesis": "Thesis ('renewed confidence despite emerging risks') is implied via the foreword (slide 3) and Strategy divider (slide 4) but never stated as a single declarative argument; cover (slide 1) is just a label and ToC (slide 2) is structural.", "production_quality": "Consistent dark-mode Deloitte branding, navigation sidebar, and footnote/quote discipline are good, but action-title density is roughly 25% and overcrowding is the dominant density label across analytic slides.", "visual_storytelling": "Appropriate chart choices for survey data (bar/donut/heatmap on slides 6-10, 27-28, 33-34, 38-39, 42-44), but density is repeatedly 'overcrowded' (slides 5-11, 13-23, 36, 41, 44), diluting message-per-slide." }, "slidesAnalyzed": 53 }, "review": { "backend": null, "verdict": 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In fact, 40% of CEOs choose to finance the development of their business with their own funds first.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:06:00+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-c239-70c0-9608-a41bcda80518", "parentComponentId": null }, { "bbox": { "h": 0.07, "w": 0.28, "x": 0.36, "y": 0.33 }, "kind": "list", "text": "African leaders are determined and confident in their capacity to generate profits to finance business development.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:34:14.71+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "45d40e28-2fde-461f-87c1-cd2ba1438fd4", "parentComponentId": null }, { "bbox": { "h": 0.07, "w": 0.28, "x": 0.05, "y": 0.33 }, "kind": "list", "text": "Improving access to financing to enable SME leaders to achieve growth and potential development is a matter of urgency.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:34:14.71+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b10080b5-3169-4de1-9651-2489648ce2f6", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "CEO financing preference: 40%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:06:00+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-c239-70c0-9608-acc03568a234", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.28, "x": 0.36, "y": 0.43 }, "kind": "paragraph", "text": "An important focal point is to understand that, although access neither improved or worsened for most companies, the widespread gap between supply and demand of financing to SMEs is only increasing. The underfunding of SMEs being by the conventional financial system is a critical issue for African leaders. Only 24% of CEOs declare using bank loans to finance their development strategy. In addition, alternative financing instruments, which complement bank financing and offer greater financial inclusion, are still insufficiently developed in the region. In this challenging financial landscape, African leaders choose to capitalize on self-financing from internal cash-flows. In fact, 40% of CEOs choose to finance the development of their business with their own funds first.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:34:14.71+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1a5b0cbf-7be7-49bf-8666-0c02d13eadb0", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.28, "x": 0.05, "y": 0.43 }, "kind": "paragraph", "text": "Small and medium-sized enterprises (SMEs) represent the overwhelming majority of businesses in Africa and remain the mainstay of the continent's economic growth. Improving the financial inclusion of SMEs by securing access to finance and stability would foster growth and sustainable business development. However, strict financial regulations, restrictive bank lending conditions, and the small size of African businesses hinder their access to conventional financing channels. Moreover, as a result of the decline in companies' performance, banks are even more reluctant to finance. Guarantee conditions are sometimes unreasonable. Despite liquidity shortages and capital outflows caused by the economic fallout of Covid-19, over 60% of African SMEs were able to sustain their access to financing in 2021 and 26% reported even better access.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:34:14.71+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9737f555-b05a-4801-b10f-84db8ea43359", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.6, "x": 0.05, "y": 0.14 }, "kind": "paragraph", "text": "African leaders are making efforts to address the challenges arising from the economic crisis and to mitigate the growing risks caused by the effects of the health crisis, among others.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:34:14.71+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c9e2f8fe-2cb9-41ee-ab8b-478337df39cd", "parentComponentId": null }, { "bbox": { "h": 0.07, "w": 0.6, "x": 0.05, "y": 0.23 }, "kind": "paragraph", "text": "The Covid-19 crisis has significantly impacted African companies and has challenged business leaders on the strategic and operational development of their business. Access to alternative financing solutions has become a major concern and a daily challenge for CEOs.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:34:14.71+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f71dd382-1cb7-4d63-a99b-70221a8dc493", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.25, "x": 0.67, "y": 0.52 }, "kind": "quote", "text": "Enhancing long-term development and governance in Africa will release all its potential, to the benefit, first and foremost, of African people. Emmanuel Gadret, Managing Partner, Deloitte Francophone Africa", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:34:14.71+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "86eeb957-be68-4294-981e-d895f36ae0c4", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.25, "x": 0.67, "y": 0.25 }, "kind": "quote", "text": "Developing regional centres to enhance access to the equity model would be an asset to support pan-African champions. Paul-Harry Aithnard, Regional MD, Ecobank", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:34:14.71+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aff9bc8c-d4d5-4924-85f6-78306d41386c", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.15, "x": 0.05, "y": 0.06 }, "kind": "title", "text": "Financing", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:34:14.71+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2c10fffe-17df-4746-ae6a-6d11fe993c15", "parentComponentId": null } ], "metrics": [ { "metricRaw": "CEO financing preference", "numberRaw": "40%", "numberKind": "percent", "actionTitle": null, "calloutText": "In this challenging financial landscape, African leaders choose to capitalize on self-financing from internal cash-flows. 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If the need for finance is not met by internal resources, family members are the second choice. This is because they offer both security and flexibility. In fact, this hierarchy reveals a cautious attitude towards the selection of financial sponsors who are perceived as partners. African leaders are more likely to be self-funded or family-funded, which may raise several questions about the African leaders' views and perspective on outside financing conditions. However, certain development projects and transformation plans are capital intensive and the need for external financing is conditional. 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We observe that 7% of companies do not yet have female senior executives, although significant progress has been made from the 30% reported in 2020. Moreover, 57% of participants report having up to 25% of senior female executives. 25% of participants report a range of 25 to 50% of senior female executives.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:34:18.375+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "894773b4-b1d8-4eba-b8ef-3edb36df9be8", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.35, "x": 0.046, "y": 0.625 }, "kind": "paragraph", "text": "African leaders acknowledge the benefits of appointing independent directors as a guarantee of neutrality in the decision-making process. 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DTTL (also referred to as \"Deloitte Global\") and each of its member firms and related entities are legally separate and independent entities, which cannot obligate or bind each other in respect of third parties. DTTL and each DTTL member firm and related entity is liable only for its own acts and omissions, and not those of each other. DTTL does not provide services to clients. Please see www.deloitte.com/about to learn more. In France and in Francophone Africa, Deloitte SAS is the member firm of Deloitte Touche Tohmatsu Limited, and professional services are rendered by its subsidiaries and affiliates.\n\nDeloitte provides industry-leading audit and assurance, tax and legal, consulting, financial advisory, and risk advisory services to nearly 90% of the Fortune Global 500® and thousands of private companies. Our professionals deliver measurable and lasting results that help reinforce public trust in capital markets, enable clients to transform and thrive, and lead the way toward a stronger economy, a more equitable society and a sustainable world. Building on its 175-plus year history, Deloitte spans more than 150 countries and territories. Learn how Deloitte’s more than 345,000 people worldwide make an impact that matters at www.deloitte.com.\n\nDeloitte France and Francophone Africa brings together diverse expertise to meet the challenges of clients of all sizes from all industries. Backed by the skills of its 7,000 employees and partners and a multidisciplinary offering, Deloitte France and Francophone Africa is a leading player. 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